How do I set up automated prompt evaluation tests using free GitHub actions before pushing changes to our production AI
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I set up automated prompt evaluation tests using free GitHub actions before pushing changes to our production AI
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
GitHub Actions billing free minutes public repositories private repositories 2026 official docs Google ↗
Promptfoo configuration assertions providers CI GitHub Actions official docs Google ↗
- Promptfoo documentation · promptfoo.dev
- promptfoo/site/docs/configuration/guide.md at main · promptfoo/promptfoo · github.com
- promptfoo/site/docs/configuration/expected-outputs/index.md at main · promptfoo/promptfoo · github.com
- Promptfoo CI/CD integration · promptfoo.dev
- promptfoo/site/docs/integrations/ci-cd.md at main · promptfoo/promptfoo · github.com
- Billing and usage · docs.github.com
- GitHub plans and pricing · github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Actions billing free minutes public repositories private repositories 2026 official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Promptfoo configuration assertions providers CI GitHub Actions official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |